Abstract
We investigate the informational properties of pro forma earnings. This increasingly popular measure of earnings excludes certain expenses that the company deems non-recurring, non-cash, or otherwise unimportant for understanding the future value of the firm. We find, however, that these expenses are far from unimportant. Higher levels of exclusions lead to predictably lower future cash flows. We also find that investors do not fully appreciate the lower cash flow implications at the time of the earnings announcement. A trading strategy based on the excluded expenses yields a large positive abnormal return in the years following the announcement, and persists after controlling for various risk factors and other anomalies.
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Abarbanell, J. and V. Bernard. (1992). “Test of Analysts' Overreaction/Underreaction to Earnings Information as an Explanation for Anomalous Stock Price Behavior.” Journal of Finance 47, 1181- 1207.
Abarbanell, J. and R. Lehavy. (2002). “Differences in Commercial Database Reported Earnings: Implications for Empirical Research.” Working Paper, University of North Carolina.
Baber, W. and S. Kang. (2002). “Is Meeting the Consensus EPS Good News of Bad News? Stock Splits and the Accuracy of Analysts' Forecast Data.” Working Paper, George Washington University.
Bhattacharya, N., E. Black, T. Christensen, and C. Larson. (2002). “Assessing the Relative Informativeness and Permanence of Pro Forma Earnings and GAAP Operating Earnings.” Working Paper, Brigham Young University.
Barth, M., D. Cram, and K. Nelson. (2001). “Accruals and the Prediction of Future Cash Flows.” The Accounting Review 76, 27-58.
Bernard, V. and J. Thomas. (1990). “Evidence That Stock Price do not Fully Reflect the Implications of Current Earnings for Future Earnings.” Journal of Accounting and Economics 13, 305-341.
Bradshaw, M. and R. Sloan. (2002). “GAAPversus the Street: An Empirical Assessment of Two Alternative Definitions of Earnings.” Journal of Accounting Research 40, 41-65.
Brown, L. and K. Sivakumar. (2001). “Comparing the Quality of Three Earnings Measures.” Working Paper, Georgia State University.
Brown, S., K. Lo, and T. Lys. (1999). “Use of R 2 in accounting research: Measuring Changes in Value. Relevance over the last four decades.” Journal of Accounting and Economics 28, 83-115.
Burgstahler, D., J. Jiambalvo, and T. Shevlin. (2002). “Do Stock Prices Fully Reflect the Implications of Special Items for Future Earnings?” Journal of Accounting Research, 40, 585-612.
Carter, M. (2000). “Operating Performance Following Corporate Restructuring.” Working Paper, Columbia University.
Chambers, A. and S. Penman. (1984). “Timeliness of Reporting and the Stock Price Reaction to Earnings Announcements.” Journal of Accounting Research 22, 21-47.
Chan, L., N. Jegadeesh, and J. Lakonishok. (1996). “Momentum Strategies.” Journal of Finance 51, 1681- 1713.
Chan, K., L. Chan, N. Jegadeesh, and J. Lakonishok. (2001). “Earnings Quality and Stock Returns.” Working Paper, National Taiwan University.
DeAngelo, H., L. DeAngelo, and D. Skinner. (1992). “Dividends and Losses.” Journal of Finance 47, 1837-1863.
Dechow, P. (1994). “Accounting Earnings and Cash Flows as Measures of Firm Performance: The Role of Accounting Accruals.” Journal of Accounting and Economics n18, 3-42.
Dechow, P., S. P. Kothari, and R. Watts. (1998). “The Relation Between Earnings and Cash Flows.” Journal of Accounting and Economics 25, 133-168.
Doyle, J. and M. Soliman. (2002). “Do Managers Use Pro Forma Earnings to Exceed Analysts Forecasts?” Working Paper, University of Michigan.
Easton, P. (1998). “Discussion of Revalued Financial, Tangible, and Intangible Assets: Association with Share Prices and Non-Market-Based Value Estimates.” Journal of Accounting Research 36, Supplement, 235-247.
Elliott, J. and W. Shaw. (1988). “Write-Offs as Accounting Procedures to Manage Perceptions.” Journal of Accounting Research 26, Supplement, 91-119.
Elliott, J. and D. Hanna. (1996). “Repeated Accounting Write-offs and the Information Content of Earnings.” Journal of Accounting Research 34, 135-155.
Fairfield, P., R. Sweeney and T. Yohn. (1996). “Accounting Classification and the Predictive Content of Earnings.” The Accounting Review 71, 337-355.
Fairfield, P., J. Whisenant and T. Yohn. (2001). “Accrued Earnings and Growth: Implications for Earnings Persistence and Market Mispricing.” Working Paper, Georgetown University.
Fama, E. and J. MacBeth. (1973). “Risk, Return and Equilibrium - Empirical Tests.” Journal of Political Economy 81, 607-641.
Fama, E. and K. French. (1993). “Common Risk Factors in the Returns on Stocks and Bonds.” Journal of Finance 33, 3-55.
Fama, E. and K. French. (1997). “Industry Costs of Equity.” Journal of Financial Economics 43, 153-193.
Finger, C. (1994). “The Ability of Earnings to Predict Future Earnings and Cash Flows.” Journal of Accounting Research 32, 210-223.
Gleason, C. A. and C. M. C. Lee. (2002). “Analyst Forecast Revisions and Market Price Formation.” The Accounting Review, forthcoming.
Hirshleifer, D. and S. Teoh. (2002). “Limited Attention, Information Disclosure and Financial Reporting.” Working Paper, Ohio State University.
Hribar, P. (2000). “The Market Pricing of Components of Accruals.” Working Paper, University of Iowa.
Johnson, W. B. and W. C. Schwartz. (2001). “Are Investors Misled by Pro Forma Earnings?” Working Paper, University of Iowa.
Liang, L. (2003). “Post-Earnings Announcement Drift and Market Participants' Information Processing Biases.” Working Paper, George Washington University.
Lipe, R. (1986). “The Information Contained in the Components of Earnings.” Journal of Accounting Research 24, 37-64.
Lougee, B. and C. Marquardt. (2002). “Earnings Quality and Strategic Disclosure: An Empirical Examination of ‘Pro Forma’ Earnings.” Working Paper, New York University.
Liu, J. and J. Thomas. (2000). “Stock Returns and Accounting Earnings.” Journal of Accounting Research 38, 71-101.
Liu, J., D. Nissim and J. Thomas. (2002). “Equity Valuation Using Multiples.” Journal of Accounting Research 40, 135-172.
Mendenhall, R. (1991). “Evidence of Possible Underweighting of Earnings-Related Information.” Journal of Accounting Research 29, 170-180.
National Investor Relations Institute. (2001). Disclosure Survey. Self-published.
Payne, J. and W. Thomas. (2002). “The Implications of Using Stock-Split Adusted I/B/E/S Data in Empirical Research.” Working Paper, University of Oklahoma.
Richardson, S., R. Sloan, M. Soliman and I. Tuna. (2002). “Information in Accruals About Persistence and Future Stock Returns.” Working Paper, University of Michigan.
Security and Exchange Commission 2001. Release Nos. 33-8039, 34-45124, FR-59, December 4, 2001.
Shane, P. and P. Brous. (2001). “Investor and (Value Line) Analyst Underreaction to Information about Future Earnings: The Corrective Role of Non-Earnings-Surprise Information.” Journal of Accounting Research, 39:2, September.
Shumway, T. (1997). “The Delisting Bias in CRSPData.” Journal of Finance 52, 327-340.
Shumway, T. and V. Warther. (1999). “The Delisting Bias in CRSP's Nasdaq Data and Its Implications for the Size Effect.” Journal of Finance 54, 2361-2379.
Skinner, D. (1994). “Why Firms Voluntarily Disclose Bad News.” Journal of Accounting Research 32, 38- 60.
Sloan, R. (1996). “Do Stock Prices Fully Reflect Information in Accruals and Cash Flows about Future Earnings?” The Accounting Review 71, 289-315.
Statement of Financial Accounting Concepts No. 1. Objectives of Financial Reporting by Business Enterprises. Issued November 1973. Financial Accounting Standards Board.
Thomas, J. and H. Zhang. (2001). “Inventory Changes and Future Returns.” Working Paper, Columbia University.
Turner, L. (2000). Remarks to the 39th annual corporate counsel institute presented by Northwestern University Law School on October 12.
Verbeek, Marno. (2000). A Guide to Modern Econometrics. New York: John Wiley and Sons, Ltd.
Weil, J. (2001). “Hazy Releases for Earnings Prompt Move for Standards.” March 23, Wall Street Journal C1–2.
Xie, H. (2001). “The Mispricing of Abnormal Accruals.” The Accounting Review 76, 357-373.
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Doyle, J.T., Lundholm, R.J. & Soliman, M.T. The Predictive Value of Expenses Excluded from Pro Forma Earnings. Review of Accounting Studies 8, 145–174 (2003). https://doi.org/10.1023/A:1024472210359
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DOI: https://doi.org/10.1023/A:1024472210359